Artem Boyarchuk

The general objective of the EquiTech project is to enhance capacity of public authorities in Estonia and Lithuania in addressing risks of bias and discrimination in ADM procedures. This will be achieved by developing research, support materials, trainings and media campaign. This will be reached by: 1. Desk research on gaps in policies and legal frameworks on AI in Estonia and Lithuania together with mapping of potential risks of discrimination and bias in ADM systems deployed by Estonian public authorities. 2. Development of practical toolkits to address potential risks for discrimination and bias in design and deployment of ADM systems; 3. Capacity building with inclusion among project stakeholders and target groups through trainings, study trips, international conference and academic webinars; 4. Raising public awareness on the risks of discrimination and bias in public sector ADM systems. As a result, we will minimize the probability of discrimination and bias in Estonian and Lithuanian ADM systems and set an example to other member states, contributing to the national action plans against racism and strategies against antisemitism, anti-Muslim hatred and xenophobia, LGBTIQ-phobia and all other forms of intolerance.

The DEUCE Project aims at better enforcement of judicial decisions (judgments, authentic instruments, and court settlements) issued in the context of cross-border pecuniary claims. It particularly focuses on the creation of a Roadmap of the 26 EU Member

CREA3 aims to introduce Artificial Intelligence (AI) driven tools to assist EU citizens in resolving disputes by applying innovative game theoretical (GT) algorithms. To improve access to justice and interaction with the rule of law, we seek to develop a strategy that addresses harmonisation across digitalisation and predictive algorithms. This approach, which combines legal research with extensive text-mining techniques, is novel since it will explore the idea of testing and evaluating how well family law systems in six EU legislations adhere to the new forthcoming “Regulation on the digitalisation of judicial cooperation and access to justice in cross-border civil, commercial and criminal matters”.